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AIA Group

Data Scientist

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  • Posted 5 days ago
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Job Description

At AIA we've started an exciting movement to create a healthier, more sustainable future for everyone.

If you believe in developing a better tomorrow, read on.

About the Role

. To support the Analytics Centre of Excellence by delivering analytics solution strategies that enable AIA's vision of promoting Healthier, Longer, Better Lives.
. To be part of the data science team delivering analytical work that drives business growth, enhances customer experience, improves productivity, and optimises operational efficiency.
. To develop and implement bestpractice analytics solutions with measurable outcomes that support business decisionmaking.
. To create scalable and reusable analytics best practices that can be replicated across other markets.
. To work closely with the Insights team and business users to deliver highquality analytics in line with business priorities and timelines.

Roles & Responsibilities:

  • Define and execute data science approaches to support both shortterm and longterm business needs, driving tangible business outcomes.

  • Partner with the Insights team to ensure timely delivery of the analytics workplan with highquality outputs.

  • Act as a handson analytics technical expert, working with large datasets and applying a broad range of machine learning methodologies and algorithms using relevant data tools.

  • Develop, test, and deploy models, simulations, and optimisation solutions to address business problems.

  • Serve as an analytics consultant to business stakeholders, providing insights and recommendations to support decisionmaking.

  • Coach and guide team members in delivering creative analytics solutions for continuous improvement.

  • Establish and maintain high standards of procedural and technical documentation.

  • Research, experiment with, and apply advanced and emerging machine learning techniques and tools.

  • Drive the collection of new data and continuous refinement of existing data sources.

Job Requirements:

  • Bachelor's Degree or Master's Degree in a relevant field of study.

  • 6-8 years of experience in data science or related roles.

  • Develop, finetune, and evaluate LLMbased models (e.g. GPT, Gemini, Claude, DeepSeek, Mistral).

  • Implement retrievalaugmented generation (RAG) pipelines using vector databases and embedding models.

  • Design and iterate prompts, system instructions, templates, and chains of reasoning to improve output quality.

  • Develop automated prompt evaluation frameworks using offline metrics and humanintheloop reviews.

  • Optimize prompts for stability, safety, and enterprisegrade reliability.

  • Expertise in programmingbased analytics with experience in two or more of the following: SQL, Python, LLM prompt engineering.

  • Proven experience in building statistical models, segmentation, and predictive or propensity models (e.g. clustering, predictive modeling, neural networks, scenario analysis, conceptual modeling, and hypothesis testing).

  • Strong understanding of machine learning algorithms, design principles, and best practices.

  • Solid understanding of machine learning model management principles and practices.

  • Ability to work in a fastpaced, multidisciplinary, and competitive environment.

  • Strong analytical, deductive reasoning, problemsolving, and criticalthinking skills.

  • Strong collaboration skills with the ability to work effectively across teams.

  • Strong business acumen and project management skills, with the ability to manage multiple priorities.

  • Added advantage if the candidate has experience with Big Data platforms (especially unstructured data) and deep learning.

  • Strong sense of urgency and accountability to drive business outcomes.

More Info

About Company

AIA Group Limited, often known as AIA , is a Hong Kong-based American multinational insurance and finance corporation. It is the largest public listed life insurance and securities group in Asia-Pacific. It offers insurance and financial services, writing life insurance for individuals and businesses, as well as accident and health insurance, and offers retirement planning, and wealth management services, variable contracts, investments and securities.

Job ID: 146200869

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